{
  "title": "Frozen specialty food data for AI component traceability",
  "source_page": "https://fiund.com/industries/frozen-meal-component-map-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "An assembly map, not shipment chronology, identifies both branches using a carried component",
    "context": "An original three-component meal fixture uses inert labels and no food, formula, supplier, retailer or actual traceability decision.",
    "records": [
      [
        "FMM1",
        "Run R1 assembly",
        "Original sheet lists mock components A1, B1 and C1. Packing map R1 to cases K1 and K2."
      ],
      [
        "FMM2",
        "Run R2 assembly",
        "Carries A1 and C1, replaces B1 with B2. Exact R2 to cases K3 and K4 mapping."
      ],
      [
        "FMM3",
        "Later shipping list",
        "K2 and K3 ship together later. Case K5 appears on the same list without run or assembly link."
      ]
    ],
    "question": "Which cases are supported descendants of A1 and B1 respectively, and does K5's shipping date assign it to either?",
    "answer": "FMM1 and FMM2 link A1 across both runs to K1, K2, K3 and K4. B1 is documented only in R1, supporting K1 and K2; R2 has B2 instead. FMM3's later joint shipment does not alter those assembly relationships and cannot assign K5 without its run link. Return complete supported sets and the unresolved case rather than use dispatch chronology to infer composition or make a real traceability determination.",
    "failureModes": [
      "Omitting a later run that explicitly carries an input forward.",
      "Assigning a case's ingredients from shipping date or extending a replaced component to a later run."
    ],
    "fields": [
      [
        "Component lot and run",
        "Defines inputs."
      ],
      [
        "Run-to-case mapping",
        "Supports descendants."
      ],
      [
        "Shipping event and unresolved case",
        "Separates downstream chronology."
      ]
    ],
    "holdout": "Use a different component layout with one shared input and two replaced inputs. Require each affected set to follow exact assembly links.",
    "boundary": "Use original records and inert props. Exclude retailer formulas and shipment data; real traceability decisions remain with qualified staff."
  }
}